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https://github.com/craft-code-club/algorithms-data-structures-from-zero-to-hero

Algorithms & Data Structures - From Zero to Hero
https://github.com/craft-code-club/algorithms-data-structures-from-zero-to-hero

algorithm algorithms algorithms-and-data-structures data-structures

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Algorithms & Data Structures - From Zero to Hero

Host: GitHub
URL: https://github.com/craft-code-club/algorithms-data-structures-from-zero-to-hero
Owner: craft-code-club
License: mit
Created: 2024-03-12T17:53:54.000Z (8 months ago)
Default Branch: main
Last Pushed: 2024-08-11T21:39:11.000Z (3 months ago)
Last Synced: 2024-08-11T22:39:24.934Z (3 months ago)
Topics: algorithm, algorithms, algorithms-and-data-structures, data-structures
Language: Elixir
Homepage:
Size: 2.35 MB
Stars: 12
Watchers: 3
Forks: 1
Open Issues: 0
Metadata Files:
- Readme: README.md
- License: LICENSE

Awesome Lists containing this project

README

        # Algorithms & Data Structures - From Zero to Hero

![Algorithms & Data Structures - From Zero to Hero](./media/algorithms_data_structures.jpg)

Este repositório é destinado a serie da nossa comunidade **Craft & Code Club** sobre **Algorithms & Data Structures - From Zero to Hero**.

Vamos usar este repositorio para compartilhar o roadmap, códigos, slides e materiais de apoio aos nossos encontros.

## Sobre a série

-   [YouTube Playlist](https://www.youtube.com/watch?v=MtLv9Rwb55Q&list=PLl10TyPY67Jgbh4QdRlRKr-7PjB9i5hWg)

-   [Meetup](https://www.meetup.com/craft-code-club/events/)

## Contrubuições

Todas as contribuições são bem-vindas.

-   Se tens alguma sugestão ou correção, por favor, abra uma issue deste repositório.

-   Se encontraste algum erro ou algo que possa ser melhorado, por favor, abra um pull request.

## Roadmap

![Roadmap](./media/roadmap.png)

[Preview Roadmap](https://whimsical.com/roadmap-BVA8gnSNM2D296qmrjwvY4)

-   [x] **Big O Notation - Análise Assintótica de Algoritmos**

    -   [Youtube - Encontro](https://www.youtube.com/watch?v=MtLv9Rwb55Q)

-   [x] **Arrays**

    -   [Youtube - Encontro](https://www.youtube.com/watch?v=c95xvXCU34A)

-   [x] **Strings**

    -   [Youtube - Encontro](https://www.youtube.com/watch?v=B9CCEwjoXBk)

-   [x] **Algoritmos de Ordenação Básicos**

    -   [Youtube - Encontro](https://www.youtube.com/watch?v=GxhxsbbzaTI)

    -   Topicos:

        -   [Bubble Sort](https://github.com/NelsonBN/algorithms-data-structures-bubble-sort)

        -   [Insertion Sort](https://github.com/NelsonBN/algorithms-data-structures-insertion-sort)

        -   [Selection Sort](https://github.com/NelsonBN/algorithms-data-structures-insertion-sort)

-   [x] **Linked Lists**

    -   [Youtube - Encontro](https://www.youtube.com/watch?v=j0E5hJZ__EA)

    -   Topicos:

        -   [Singly Linked List](https://github.com/NelsonBN/algorithms-data-structures-linked-list/blob/main/src/singly_linked_list.py)

            -   [Operations](https://github.com/NelsonBN/algorithms-data-structures-linked-list/blob/main/src/singly_linked_list_operations.py)

            -   [Operations Optimized](https://github.com/NelsonBN/algorithms-data-structures-linked-list/blob/main/src/singly_linked_list_operations_optimized.py)

        -   Doubly Linked List

        -   Sentinels

        -   Dummy node (pointer)

        -   [Rotate Linked List](https://github.com/NelsonBN/algorithms-data-structures-linked-list/blob/main/src/rotate_linked_list.py)

            -   [Visualização](https://github.com/NelsonBN/algorithms-data-structures-linked-list/raw/main/media/reversing_linked_list.webp)

        -   [Fast and Slow Pointer](https://github.com/NelsonBN/algorithms-data-structures-linked-list/blob/main/src/fast_and_slow_pointer.py)

        -   [Identify Cycles](https://github.com/NelsonBN/algorithms-data-structures-linked-list/blob/main/src/identifying_cycles.py)

        -   [Floyd Cycle](https://github.com/NelsonBN/algorithms-data-structures-linked-list/blob/main/src/floyd_cycle.py)

-   [x] **Binary Search**

    -   [Youtube - Encontro](https://www.youtube.com/watch?v=62ZGcXDpbys)

    -   [Demo](https://github.com/NelsonBN/algorithms-data-structures-binary-search)

-   [x] **Two Pointers**

    -   [Youtube - Encontro](https://www.youtube.com/watch?v=a1QMdXgcQwY)

-   [x] **Sliding Window**

    -   [Youtube - Encontro](https://www.youtube.com/watch?v=OvIJw1AMNzI)

    -   Exercicios:

        -   Fixed Window -> [1343. Number of Sub-arrays of Size K and Average Greater than or Equal to Threshold](https://leetcode.com/problems/number-of-sub-arrays-of-size-k-and-average-greater-than-or-equal-to-threshold/description/)

-   [x] **Prefix Sum**

    -   [Youtube - Encontro](https://www.youtube.com/watch?v=yMnLofkS7DM)

-   [x] **Hash Map / Set**

    -   [Youtube - Encontro](https://www.youtube.com/watch?v=JFhdCBrKTX0)

    -   [Demo](https://github.com/NelsonBN/algorithms-data-structures-hashtable)

-   [x] **Stack**

    -   [Youtube - Encontro](https://www.youtube.com/watch?v=JRbrNgsYuT0)

    -   [Demo](https://github.com/matheusses/dsa/tree/main/src/stack)

    -   Exercicios:

        -   [20. Valid Parentheses](https://leetcode.com/problems/valid-parentheses/description/)

        -   [1544. Make The String Great](https://leetcode.com/problems/make-the-string-great/description/)

-   [x] **Recursividade**

    -   Fundamentos

        -   [Youtube - Encontro](https://www.youtube.com/watch?v=KkSAaQHCkSE)

        -   [Demo](https://github.com/NelsonBN/algorithms-data-structures-recursion)

    -   Paradigma Funcional

        -   [Youtube - Encontro](https://www.youtube.com/watch?v=rbEYjJdaIZI)

        -   [Demo](./src/functional-recursion/README.md)

-   [x] **Queue**

    -   [Youtube - Encontro](https://www.youtube.com/watch?v=KJaVKLZsMcg)

    -   [Demo](https://github.com/NelsonBN/algorithms-data-structures-queue)

    -   Exercicios:

        -   [232. Implement Queue using Stacks](https://leetcode.com/problems/implement-queue-using-stacks/description/)

-   [x] **Tree**

    -   [Youtube - Encontro](https://www.youtube.com/watch?v=OAcm2rXqz9M)

-   [x] **Tree Traverse**

    -   [Youtube - Encontro](https://www.youtube.com/watch?v=_-2F65OVWjo)

    -   [Code Implementation examples in Go](https://github.com/giovannymassuia/DS-A/tree/main/go-dsa/tree)

-   [x] **k-ary tree**

    -   [Youtube - Encontro](https://www.youtube.com/watch?v=FLZxMQFTqvY)

    -   [Code Implementation examples in Go](https://github.com/giovannymassuia/DS-A/tree/main/go-dsa/tree/k_ary)

-   [x] **Binary Search Tree**

    -   [Youtube - Encontro](https://www.youtube.com/watch?v=CITquySB4ls)

    -   [Demo](https://github.com/NelsonBN/algorithms-data-structures-binary-search-tree)

    -   [Playground](https://www.cs.usfca.edu/~galles/visualization/BST.html)

-   [x] **Binary Heap**

    -   [Youtube - Encontro](https://www.youtube.com/watch?v=HVWw20nOLHk)

    -   [Demo](https://github.com/NelsonBN/algorithms-data-structures-binary-heap)

-   [x] **Algoritmos de Ordenação Básicos - Heap Sort**

    -   [Youtube - Encontro](https://www.youtube.com/watch?v=wUfOyKMjamM)

    -   [Demo](https://github.com/NelsonBN/algorithms-data-structures-heap-sort)

-   [ ] **Algoritmos de Ordenação Básicos - Merge Sort**

    -   [Youtube - Encontro](https://www.youtube.com/watch?v=lbktBOwmmhg)

    -   [Demo - Merge Sort](https://github.com/NelsonBN/algorithms-data-structures-merge-sort)

    -   [Demo - Stable Vs. Unstable Sorting Algorithms](https://github.com/NelsonBN/algorithms-data-structures-stable-vs-unstable-sort-algos)

-   [x] **Algoritmos de Ordenação Básicos - Shell Sort**

    -   [Youtube - Encontro](https://www.youtube.com/watch?v=symbT7Cgrr8)

    -   [Demo](https://github.com/NelsonBN/algorithms-data-structures-shell-sort)

-   [x] **Algoritmos de Ordenação Básicos - Quick Sort**

    -   [Youtube - Encontro](https://www.youtube.com/watch?v=2T0Itw-oaEA)

    -   [Demo](https://github.com/NelsonBN/algorithms-data-structures-quick-sort)

-   [x] **Algoritmos de Ordenação Básicos - Introdução a Grafos**

    -   [Youtube - Encontro - Part I](https://www.youtube.com/watch?v=cILrU-dtuEc)

    -   [Youtube - Encontro - Part II](https://www.youtube.com/watch?v=IP0C0qCYWIc)

-   [ ] **...**

## Status

![Links](https://github.com/craft-code-club/algorithms-data-structures-from-zero-to-hero/actions/workflows/markdown-link-check.yml/badge.svg)